Analyze Messages Obtained During Flight Jobs

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In the era of data‑driven aviation, analyzing in‑flight messages is critical for safety, efficiency, and regulatory compliance. Airlines, airports, and defense contractors are expanding their data teams, driving a surge in demand for specialists who can unlock insights from ACARS, ADS‑B, and satellite telemetry.

Typical roles range from Flight Data Analyst to Aviation Data Scientist. Analysts sift through thousands of in‑flight messages, clean and transform raw telemetry, and build SQL or Python pipelines to detect anomalies. Data scientists apply machine‑learning models on ADS‑B streams, predict maintenance needs, and generate dashboards for flight operations.

Salary transparency is vital because in‑flight message analysts often work across multiple stakeholders—flight crews, maintenance teams, and regulatory bodies. Knowing the exact pay range helps candidates negotiate fair compensation and ensures that expertise in niche tools like OpenSky Network APIs, PyADS, and SAS is properly valued.

Engineering Manager, Data - Personalization

Company: Netflix

Location: USA

Posted Nov 17, 2025

Netflix is a leading entertainment service with a personalized experience for members. The Personalization Algorithm & Innovation Data Engineering team builds large-scale datasets to improve the member experience. The team is seeking a leader with experience in distributed systems, data products, and building high-quality data processing systems. The ideal candidate should have a strategic mindset, focus on development and operational efficiency, and embody Netflix's core values.

Software Engineer (L5) - Content & Business Products

Company: Netflix

Location: USA

Posted Nov 17, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The company focuses on content creation, production, and distribution, leveraging technology and innovation to deliver a wide variety of genres and languages to its global audience. Netflix's engineering teams work on scalable, high-performance systems to support content creation, member experiences, and business operations.

Distributed Systems Engineer (L5) - Data Platform

Company: Netflix

Location: USA

Posted Nov 17, 2025

Netflix is a leading global entertainment service with over 300 million paid memberships across 190 countries. The company provides a wide variety of TV series, films, and games, allowing members to play, pause, and resume watching anytime, anywhere. Netflix's data platform teams enable the company to leverage data to bring joy to members and make critical data-driven decisions. The company is looking for distributed systems engineers to help evolve and innovate its infrastructure, with a focus on building a diverse and inclusive team.

Security Software Engineer (L5) - Authentication Engineering

Company: Netflix

Location: USA

Posted Nov 17, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The company is seeking a Security Software Engineer to help mature its enterprise authentication platform, tackle complex security challenges, and shape its security posture. The role offers high autonomy, strategic impact, and the opportunity to work with modern programming languages and cloud platforms.

Senior Data Scientist - Ads

Company: Reddit

Location: Remote

Posted Nov 17, 2025

Reddit is a remote-friendly company with a flexible workforce. The company's primary revenue driver is advertising, and they aim to build a highly differentiated ads business. The Ads Data Science team at Reddit leverages data to maximize advertiser value through robust data foundations, metrics, and strategic insights. They are looking for a Senior Data Scientist to join their team and develop cutting-edge data science solutions to improve the advertising platform.

Senior Engineer I - Consumer Payments Portal

Company: TrueML

Location: Remote

Posted Nov 17, 2025

TrueML is a mission-driven financial software company that aims to create better customer experiences for distressed borrowers. They use machine learning to engage customers digitally and adjust strategies in real time. The company values diversity and inclusion, and offers benefits such as unlimited PTO and medical benefit contributions.

Engineering Manager - Cloud Architecture Tooling and Security (CATS)

Company: Netflix

Location: USA

Posted Nov 17, 2025

This text describes Netflix's cloud security initiatives, a job opening for a cloud security leader, required qualifications, benefits package, and diversity commitments. It presents factual information about the company's operations and hiring practices without overtly positive or negative language.

Web Software Engineer 4 - Client API Foundations

Company: Netflix

Location: USA

Posted Nov 17, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The company offers a wide variety of TV series, films, and games across different genres and languages. Netflix's commerce engineering team is responsible for driving subscriber growth and increasing value from each member. The team collaborates with cross-functional teams on initiatives focused on acquisition, retention, plans, pricing, user identity, customer support, and more. They build and maintain foundational systems powering billing, payments processing, identity, and the consumer web application platform at Netflix.

Security Software Engineer (L5) - Cloud Infrastructure Security

Company: Netflix

Location: USA

Posted Nov 17, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The company operates its streaming service on Amazon Web Services and prioritizes cloud security. The Cloud Infrastructure Security (CIS) team designs and implements strategic cloud security controls and core building blocks for Netflix's AWS deployment. The company is seeking an experienced security software engineer to help scale cloud security for Netflix.

Senior Software Engineer (L5) - Open Connect Edge Accelerator

Company: Netflix

Location: USA

Posted Nov 17, 2025

Netflix describes its global entertainment services and Open Connect CDN infrastructure, outlines a senior software engineer role with technical requirements, and details compensation and benefits. The text emphasizes company culture, diversity, and job opportunities.

Software Engineer L5 - Offline Inference, Machine Learning Platform

Company: Netflix

Location: USA

Posted Nov 17, 2025

Netflix promotes its leading entertainment services and seeks a Software Engineer L5 to join their Offline Inference team, emphasizing scalable ML infrastructure and competitive benefits.

Engineering Manager - Live Discovery

Company: Netflix

Location: USA

Posted Nov 17, 2025

Netflix, a leading entertainment service with 300M+ members, excels in live content and seeks engineering leaders to enhance member experiences through innovation and scalability.

Frequently Asked Questions

What are the typical salary ranges for entry‑level to senior roles in this field?
Entry‑level Flight Data Analysts earn $70k‑$90k annually. Mid‑level analysts with 3–5 years of ACARS/ADS‑B experience command $90k‑$120k. Senior data scientists or lead aviation analysts can reach $130k‑$170k, especially in major hubs.
Which technical skills and certifications are most sought after?
Proficiency in Python (pandas, NumPy), SQL, and real‑time streaming with Kafka or Spark. Knowledge of ACARS/ADS‑B protocols and tools like OpenSky Network, FlightAware API, and PyADS is essential. Certifications such as FAA ACAS, ICAO Data Analyst, or SAS Certified Data Scientist boost credibility.
Can these roles be performed remotely?
Yes. Most in‑flight message analysis positions support flexible remote setups because data ingestion and model training are cloud‑based. Companies provide VPN access to secure flight data feeds and use collaboration tools like JupyterHub and Teams.
What career progression opportunities exist within this specialty?
Typical paths: Flight Data Analyst → Senior Analyst → Lead Data Scientist → Aviation Analytics Manager → Director of Flight Operations Analytics. Each step adds responsibility for cross‑functional projects, stakeholder management, and strategy.
What are the current industry trends shaping this career?
Regulators are mandating real‑time flight data reporting, driving demand for real‑time analytics. AI is being used to detect anomalies in ACARS packets, while satellite‑based telemetry is expanding to remote airports. Cloud‑native pipelines (AWS Athena, Azure Synapse) and edge‑computing on aircraft are also reshaping the field.

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